Studying Aesthetics in Photographic Images Using a Computational Approach

@inproceedings{Datta2006StudyingAI,
  title={Studying Aesthetics in Photographic Images Using a Computational Approach},
  author={R. Datta and D. Joshi and Jia Li and James Ze Wang},
  booktitle={ECCV},
  year={2006}
}
Aesthetics, in the world of art and photography, refers to the principles of the nature and appreciation of beauty. [...] Key Method We extract certain visual features based on the intuition that they can discriminate between aesthetically pleasing and displeasing images. Automated classifiers are built using support vector machines and classification trees. Linear regression on polynomial terms of the features is also applied to infer numerical aesthetics ratings. The work attempts to explore the relationship…Expand
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